| Characterizing the Value of Information in Medical Notes | Oct 7, 2020 | AllMortality Prediction | CodeCode Available | 0 | 5 |
| Early prediction of the risk of ICU mortality with Deep Federated Learning | Dec 1, 2022 | Federated LearningICU Mortality | CodeCode Available | 0 | 5 |
| FedScore: A privacy-preserving framework for federated scoring system development | Mar 1, 2023 | Federated LearningModel Selection | CodeCode Available | 0 | 5 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 | 5 |
| Evaluation of Embeddings of Laboratory Test Codes for Patients at a Cancer Center | Jul 22, 2019 | Mortality Prediction | CodeCode Available | 0 | 5 |
| Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking | Aug 8, 2024 | counterfactualMortality Prediction | CodeCode Available | 0 | 5 |
| Fast and Interpretable Mortality Risk Scores for Critical Care Patients | Nov 21, 2023 | Mortality Prediction | CodeCode Available | 0 | 5 |
| Feature importance to explain multimodal prediction models. A clinical use case | Apr 29, 2024 | Feature ImportanceMortality Prediction | CodeCode Available | 0 | 5 |
| Enriching Unsupervised User Embedding via Medical Concepts | Mar 20, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 0 | 5 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 | 5 |
